Proceedings of the International Workshop on Advances in Deep Learning for Image Analysis and Computer Vision (IWADIC 2025)
102 articles
Proceedings Article
VAE-based Generative Modeling for Music Audio
Wantong Zhang
This project studies unsupervised timbre representation learning using a lightweight convolutional Variational Autoencoder (VAE) trained on log-mel spectrograms of monophonic instrument notes. Timbre is a multidimensional perceptual attribute shaped by harmonic structure, spectral envelope, and transient...
Proceedings Article
Research on the Application of a New Generation of Artificial Intelligence in Urban Planning and Landscape Design Teaching
Yang Su, Huang Liang, Hong Liang, Yali Lai, Mingtao Fan, Huang Fang, Kang Lin, Zhou Wei, Chaoqun Yuan, Hanbing Xia, Xinhao Chen, Jose Manuel Almodovar Melendo
In landscape architecture education, artificial intelligence idea Generation (AICG) technologies, including ChatGPT, Stable Diffusion and Midjourney, are leading a revolution in education. These technologies, with their powerful data processing and generation capabilities, have brought unprecedented...